TextBoxes++: A Single-Shot Oriented Scene Text Detector

9 Jan 2018 Minghui Liao Baoguang Shi Xiang Bai

Scene text detection is an important step of scene text recognition system and also a challenging problem. Different from general object detection, the main challenges of scene text detection lie on arbitrary orientations, small sizes, and significantly variant aspect ratios of text in natural images... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Scene Text Detection COCO-Text TextBoxes++_MS F-Measure 58.72 # 2
Precision 60.87 # 1
Recall 56.7 # 2
Scene Text Detection ICDAR 2013 TextBoxes++_MS F-Measure 88%% # 7
Precision 91 # 9
Recall 84 # 9
Scene Text Detection ICDAR 2015 Quad_MS F-Measure 82.9 # 25
Precision 87.8 # 22
Recall 78.5 # 27

Methods used in the Paper


METHOD TYPE
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